Multiterminal source coding under logarithmic loss

We consider the two-encoder multiterminal source coding problem subject to distortion constraints computed under logarithmic loss. We provide a single-letter description of the achievable rate distortion region for arbitrarily correlated sources with finite alphabets. In doing so, we also give the r...

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Published in2012 IEEE International Symposium on Information Theory Proceedings pp. 761 - 765
Main Authors Courtade, T. A., Weissman, T.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.07.2012
Subjects
Distortion measurement
Joints
Loss measurement
Random variables
Rate-distortion
Source coding
Vectors
Online AccessGet full text
ISBN9781467325806
1467325805
ISSN2157-8095
DOI10.1109/ISIT.2012.6284661

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Abstract We consider the two-encoder multiterminal source coding problem subject to distortion constraints computed under logarithmic loss. We provide a single-letter description of the achievable rate distortion region for arbitrarily correlated sources with finite alphabets. In doing so, we also give the rate distortion region for the CEO problem under logarithmic loss. Notably, the Berger-Tung inner bound is tight in both settings.
AbstractList We consider the two-encoder multiterminal source coding problem subject to distortion constraints computed under logarithmic loss. We provide a single-letter description of the achievable rate distortion region for arbitrarily correlated sources with finite alphabets. In doing so, we also give the rate distortion region for the CEO problem under logarithmic loss. Notably, the Berger-Tung inner bound is tight in both settings.
Author Courtade, T. A.
Weissman, T.
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  email: tsachy@stanford.edu
  organization: Dept. of Electr. Eng., Stanford Univ., Stanford, CA, USA
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Snippet We consider the two-encoder multiterminal source coding problem subject to distortion constraints computed under logarithmic loss. We provide a single-letter...
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StartPage 761
SubjectTerms Distortion measurement
Joints
Loss measurement
Random variables
Rate-distortion
Source coding
Vectors
Title Multiterminal source coding under logarithmic loss
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